IBM / cdfsl-benchmarkLinks
(ECCV 2020) Cross-Domain Few-Shot Learning Benchmarking System
☆231Updated 4 years ago
Alternatives and similar repositories for cdfsl-benchmark
Users that are interested in cdfsl-benchmark are comparing it to the libraries listed below
Sorting:
- The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"☆428Updated 5 years ago
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)☆345Updated 5 years ago
- ☆371Updated 4 years ago
- ☆131Updated 4 years ago
- Boosting Few-Shot Visual Learning with Self-Supervision☆138Updated 5 years ago
- Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples…☆120Updated 2 years ago
- PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”☆152Updated 4 years ago
- ☆115Updated 4 years ago
- Tools for generating tieredImageNet dataset and processing batches☆78Updated 4 years ago
- ☆90Updated 3 years ago
- (NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297☆122Updated 2 years ago
- Code for 'Leveraging the Feature Distribution in Transfer-based Few-Shot Learning'☆213Updated last year
- Semi-supervised Domain Adaptation via Minimax Entropy☆306Updated last year
- Learning a Unified Classifier Incrementally via Rebalancing☆190Updated 4 years ago
- [CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.☆42Updated 2 years ago
- Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.☆177Updated 4 years ago
- Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.☆385Updated 2 years ago
- Official repository for Few-Shot Class-Incremental Learning (FSCIL)☆243Updated 4 years ago
- Code for: "Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes" and "TaskNorm: Rethinking Batch Norma…☆160Updated 4 years ago
- This repository contains the code for Instance Credibility Inference (ICI).☆85Updated 4 years ago
- [NeurIPS 2020] Released code for Interventional Few-Shot Learning☆169Updated 4 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆119Updated 5 years ago
- A pytorch implementation of "Domain-Adaptive Few-Shot Learning"☆146Updated 5 years ago
- A re-implementation of "Prototypical Networks for Few-shot Learning"☆323Updated 5 years ago
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021☆645Updated 3 years ago
- The demo code for the MLDG paper "Learning to Generalize: Meta-Learning for Domain Generalization", https://arxiv.org/abs/1710.03463, htt…☆146Updated 6 years ago
- The implementation of https://papers.nips.cc/paper/7352-tadam-task-dependent-adaptive-metric-for-improved-few-shot-learning . TADAM is a …☆106Updated 3 years ago
- [CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.☆179Updated last year
- Code of Cross Attention Network for Few-shot Classification (NeurIPS 2019).☆214Updated 5 years ago
- "Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Eh…☆229Updated 5 years ago